Investment Analysis Dashboard

Investment Portfolio Overview

Portfolio Diversification by Sector ⓘ

Allocation spread across sectors to balance risk

Model Training Parameters

Financial Term Weightage

Financial Parameter Weight Impact
Price-to-Earnings Ratio 0.25 High
Debt-to-Equity Ratio 0.20 High
Return on Equity 0.15 Medium
Cash Flow 0.15 Medium
Revenue Growth 0.15 Medium
Market Capitalization 0.10 Low

Technical Parameter Weights

Technical Indicator Weight Impact
Moving Average Convergence Divergence 0.25 High
Relative Strength Index 0.20 High
Bollinger Bands 0.15 Medium
Moving Averages (50-day, 200-day) 0.20 High
Volume Analysis 0.10 Low
Support/Resistance Levels 0.10 Low

Model Validation Results

Cross-Validation Performance

Metric Training Validation Test
RMSE 0.0245 0.0312 0.0326
MAE 0.0190 0.0252 0.0267
R² 0.8975 0.8532 0.8490

Charts & Visualizations

Training: Training Success Rate

Training: Training Success Rate

Path: results/training/training_success_rate.png

Report: Training Size Vs Accuracy

Report: Training Size Vs Accuracy

Path: results/reports/training_size_vs_accuracy.png

Report: Training Performance

Report: Training Performance

Path: results/reports/training_performance.png

Report: Prediction Accuracy

Report: Prediction Accuracy

Path: results/reports/prediction_accuracy.png

Model: Icici Training Loss

Model: Icici Training Loss

Path: models/icici_training_loss.png

Model: Dummy Prediction

Model: Dummy Prediction

Path: models/DUMMY_prediction.png

Model: Ongc Training Loss

Model: Ongc Training Loss

Path: models/ongc_training_loss.png

Model: Apollo Horizon Errors

Model: Apollo Horizon Errors

Path: models/Apollo_horizon_errors.png

Model: Dummy Forecast

Model: Dummy Forecast

Path: models/DUMMY_forecast.png

Model: Dummy Training

Model: Dummy Training

Path: models/DUMMY_training.png

Model: Adna Historical Sorted Training Loss

Model: Adna Historical Sorted Training Loss

Path: models/ADNA_Historical_Sorted_training_loss.png

Model: Bajaj Horizon Errors

Model: Bajaj Horizon Errors

Path: models/bajaj_horizon_errors.png

Model: Titan Horizon Errors

Model: Titan Horizon Errors

Path: models/titan_horizon_errors.png

Model: Ongc Horizon Errors

Model: Ongc Horizon Errors

Path: models/ongc_horizon_errors.png

Model: Infosys Horizon Errors

Model: Infosys Horizon Errors

Path: models/infosys_horizon_errors.png

Model: Ultratech Training Loss

Model: Ultratech Training Loss

Path: models/ultratech_training_loss.png

Model: Nestle Horizon Errors

Model: Nestle Horizon Errors

Path: models/nestle_horizon_errors.png

Model: Ultratech Horizon Errors

Model: Ultratech Horizon Errors

Path: models/ultratech_horizon_errors.png

Model: Apollo Training Loss

Model: Apollo Training Loss

Path: models/Apollo_training_loss.png

Model: Wipro Training Loss

Model: Wipro Training Loss

Path: models/wipro_training_loss.png

Model: Jsw Horizon Errors

Model: Jsw Horizon Errors

Path: models/jsw_horizon_errors.png

Model: Titan Training Loss

Model: Titan Training Loss

Path: models/titan_training_loss.png

Model: Bajaj Training Loss

Model: Bajaj Training Loss

Path: models/bajaj_training_loss.png

Model: Adna Horizon Errors

Model: Adna Horizon Errors

Path: models/ADNA_horizon_errors.png

Model: Icici Horizon Errors

Model: Icici Horizon Errors

Path: models/icici_horizon_errors.png

Model: Adna Training Loss

Model: Adna Training Loss

Path: models/ADNA_training_loss.png

Model: Nestle Training Loss

Model: Nestle Training Loss

Path: models/nestle_training_loss.png

Model: Jsw Training Loss

Model: Jsw Training Loss

Path: models/jsw_training_loss.png

Model: Wipro Horizon Errors

Model: Wipro Horizon Errors

Path: models/wipro_horizon_errors.png

Model: Asian Horizon Errors

Model: Asian Horizon Errors

Path: models/asian_horizon_errors.png

Model: Asian Training Loss

Model: Asian Training Loss

Path: models/asian_training_loss.png

Model: Infosys Training Loss

Model: Infosys Training Loss

Path: models/infosys_training_loss.png

Model: Jsw Complex Short Training

Model: Jsw Complex Short Training

Path: models/short/jsw_complex_short_training.png

Model: Ultratech Medium Short Training

Model: Ultratech Medium Short Training

Path: models/short/ultratech_medium_short_training.png

Model: Nestle Complex Short Training

Model: Nestle Complex Short Training

Path: models/short/nestle_complex_short_training.png

Model: Adna Simple Short Training

Model: Adna Simple Short Training

Path: models/short/ADNA_simple_short_training.png

Model: Asian Simple Short Training

Model: Asian Simple Short Training

Path: models/short/asian_simple_short_training.png

Model: Icici Simple Short Training

Model: Icici Simple Short Training

Path: models/short/icici_simple_short_training.png

Model: Apollo Simple Short Training

Model: Apollo Simple Short Training

Path: models/short/Apollo_simple_short_training.png

Model: Jsw Medium Short Training

Model: Jsw Medium Short Training

Path: models/short/jsw_medium_short_training.png

Model: Titan Simple Short Training

Model: Titan Simple Short Training

Path: models/short/titan_simple_short_training.png

Model: Adna Complex Short Training

Model: Adna Complex Short Training

Path: models/short/ADNA_complex_short_training.png

Model: Icici Medium Short Training

Model: Icici Medium Short Training

Path: models/short/icici_medium_short_training.png

Model: Apollo Medium Short Training

Model: Apollo Medium Short Training

Path: models/short/Apollo_medium_short_training.png

Model: Titan Medium Short Training

Model: Titan Medium Short Training

Path: models/short/titan_medium_short_training.png

Model: Jsw Simple Short Training

Model: Jsw Simple Short Training

Path: models/short/jsw_simple_short_training.png

Model: Adna Medium Short Training

Model: Adna Medium Short Training

Path: models/short/ADNA_medium_short_training.png

Model: Icici Complex Short Training

Model: Icici Complex Short Training

Path: models/short/icici_complex_short_training.png

Model: Asian Medium Short Training

Model: Asian Medium Short Training

Path: models/short/asian_medium_short_training.png

Model: Ultratech Simple Short Training

Model: Ultratech Simple Short Training

Path: models/short/ultratech_simple_short_training.png

Model: Bajaj Complex Short Training

Model: Bajaj Complex Short Training

Path: models/short/bajaj_complex_short_training.png

Model: Apollo Complex Short Training

Model: Apollo Complex Short Training

Path: models/short/Apollo_complex_short_training.png

Model: Infosys Complex Short Training

Model: Infosys Complex Short Training

Path: models/short/infosys_complex_short_training.png

Model: Asian Complex Short Training

Model: Asian Complex Short Training

Path: models/short/asian_complex_short_training.png

Model: Wipro Medium Short Training

Model: Wipro Medium Short Training

Path: models/short/wipro_medium_short_training.png

Model: Infosys Medium Short Training

Model: Infosys Medium Short Training

Path: models/short/infosys_medium_short_training.png

Model: Nestle Medium Short Training

Model: Nestle Medium Short Training

Path: models/short/nestle_medium_short_training.png

Model: Ongc Complex Short Training

Model: Ongc Complex Short Training

Path: models/short/ongc_complex_short_training.png

Model: Wipro Complex Short Training

Model: Wipro Complex Short Training

Path: models/short/wipro_complex_short_training.png

Model: Ongc Simple Short Training

Model: Ongc Simple Short Training

Path: models/short/ongc_simple_short_training.png

Model: Bajaj Simple Short Training

Model: Bajaj Simple Short Training

Path: models/short/bajaj_simple_short_training.png

Model: Bajaj Medium Short Training

Model: Bajaj Medium Short Training

Path: models/short/bajaj_medium_short_training.png

Model: Ongc Medium Short Training

Model: Ongc Medium Short Training

Path: models/short/ongc_medium_short_training.png

Model: Infosys Simple Short Training

Model: Infosys Simple Short Training

Path: models/short/infosys_simple_short_training.png

Model: Nestle Simple Short Training

Model: Nestle Simple Short Training

Path: models/short/nestle_simple_short_training.png

Model: Ultratech Complex Short Training

Model: Ultratech Complex Short Training

Path: models/short/ultratech_complex_short_training.png

Model: Titan Complex Short Training

Model: Titan Complex Short Training

Path: models/short/titan_complex_short_training.png

Model: Wipro Simple Short Training

Model: Wipro Simple Short Training

Path: models/short/wipro_simple_short_training.png

Model: Ongc Medium Medium Training

Model: Ongc Medium Medium Training

Path: models/medium/ongc_medium_medium_training.png

Model: Asian Complex Medium Training

Model: Asian Complex Medium Training

Path: models/medium/asian_complex_medium_training.png

Model: Ultratech Simple Medium Training

Model: Ultratech Simple Medium Training

Path: models/medium/ultratech_simple_medium_training.png

Model: Ongc Complex Medium Training

Model: Ongc Complex Medium Training

Path: models/medium/ongc_complex_medium_training.png

Model: Wipro Medium Medium Training

Model: Wipro Medium Medium Training

Path: models/medium/wipro_medium_medium_training.png

Model: Bajaj Medium Medium Training

Model: Bajaj Medium Medium Training

Path: models/medium/bajaj_medium_medium_training.png

Model: Apollo Medium Medium Training

Model: Apollo Medium Medium Training

Path: models/medium/Apollo_medium_medium_training.png

Model: Titan Complex Medium Training

Model: Titan Complex Medium Training

Path: models/medium/titan_complex_medium_training.png

Model: Infosys Medium Medium Training

Model: Infosys Medium Medium Training

Path: models/medium/infosys_medium_medium_training.png

Model: Asian Medium Medium Training

Model: Asian Medium Medium Training

Path: models/medium/asian_medium_medium_training.png

Model: Titan Simple Medium Training

Model: Titan Simple Medium Training

Path: models/medium/titan_simple_medium_training.png

Model: Adna Complex Medium Training

Model: Adna Complex Medium Training

Path: models/medium/ADNA_complex_medium_training.png

Model: Wipro Complex Medium Training

Model: Wipro Complex Medium Training

Path: models/medium/wipro_complex_medium_training.png

Model: Ultratech Complex Medium Training

Model: Ultratech Complex Medium Training

Path: models/medium/ultratech_complex_medium_training.png

Model: Titan Medium Medium Training

Model: Titan Medium Medium Training

Path: models/medium/titan_medium_medium_training.png

Model: Asian Simple Medium Training

Model: Asian Simple Medium Training

Path: models/medium/asian_simple_medium_training.png

Model: Bajaj Complex Medium Training

Model: Bajaj Complex Medium Training

Path: models/medium/bajaj_complex_medium_training.png

Model: Icici Complex Medium Training

Model: Icici Complex Medium Training

Path: models/medium/icici_complex_medium_training.png

Model: Infosys Simple Medium Training

Model: Infosys Simple Medium Training

Path: models/medium/infosys_simple_medium_training.png

Model: Apollo Simple Medium Training

Model: Apollo Simple Medium Training

Path: models/medium/Apollo_simple_medium_training.png

Model: Bajaj Simple Medium Training

Model: Bajaj Simple Medium Training

Path: models/medium/bajaj_simple_medium_training.png

Model: Apollo Complex Medium Training

Model: Apollo Complex Medium Training

Path: models/medium/Apollo_complex_medium_training.png

Model: Wipro Simple Medium Training

Model: Wipro Simple Medium Training

Path: models/medium/wipro_simple_medium_training.png

Model: Ultratech Medium Medium Training

Model: Ultratech Medium Medium Training

Path: models/medium/ultratech_medium_medium_training.png

Model: Ongc Simple Medium Training

Model: Ongc Simple Medium Training

Path: models/medium/ongc_simple_medium_training.png

Model: Infosys Complex Medium Training

Model: Infosys Complex Medium Training

Path: models/medium/infosys_complex_medium_training.png

Model: Icici Simple Medium Training

Model: Icici Simple Medium Training

Path: models/medium/icici_simple_medium_training.png

Model: Adna Simple Medium Training

Model: Adna Simple Medium Training

Path: models/medium/ADNA_simple_medium_training.png

Model: Jsw Medium Medium Training

Model: Jsw Medium Medium Training

Path: models/medium/jsw_medium_medium_training.png

Model: Nestle Medium Medium Training

Model: Nestle Medium Medium Training

Path: models/medium/nestle_medium_medium_training.png

Model: Nestle Complex Medium Training

Model: Nestle Complex Medium Training

Path: models/medium/nestle_complex_medium_training.png

Model: Jsw Complex Medium Training

Model: Jsw Complex Medium Training

Path: models/medium/jsw_complex_medium_training.png

Model: Nestle Simple Medium Training

Model: Nestle Simple Medium Training

Path: models/medium/nestle_simple_medium_training.png

Model: Jsw Simple Medium Training

Model: Jsw Simple Medium Training

Path: models/medium/jsw_simple_medium_training.png

Model: Adna Medium Medium Training

Model: Adna Medium Medium Training

Path: models/medium/ADNA_medium_medium_training.png

Model: Icici Medium Medium Training

Model: Icici Medium Medium Training

Path: models/medium/icici_medium_medium_training.png

Model: Icici Training Loss

Model: Icici Training Loss

Path: models/stocks/icici_training_loss.png

Model: Ongc Training Loss

Model: Ongc Training Loss

Path: models/stocks/ongc_training_loss.png

Model: Apollo Horizon Errors

Model: Apollo Horizon Errors

Path: models/stocks/Apollo_horizon_errors.png

Model: Bajaj Horizon Errors

Model: Bajaj Horizon Errors

Path: models/stocks/bajaj_horizon_errors.png

Model: Titan Horizon Errors

Model: Titan Horizon Errors

Path: models/stocks/titan_horizon_errors.png

Model: Ongc Horizon Errors

Model: Ongc Horizon Errors

Path: models/stocks/ongc_horizon_errors.png

Model: Infosys Horizon Errors

Model: Infosys Horizon Errors

Path: models/stocks/infosys_horizon_errors.png

Model: Ultratech Training Loss

Model: Ultratech Training Loss

Path: models/stocks/ultratech_training_loss.png

Model: Nestle Horizon Errors

Model: Nestle Horizon Errors

Path: models/stocks/nestle_horizon_errors.png

Model: Ultratech Horizon Errors

Model: Ultratech Horizon Errors

Path: models/stocks/ultratech_horizon_errors.png

Model: Apollo Training Loss

Model: Apollo Training Loss

Path: models/stocks/Apollo_training_loss.png

Model: Wipro Training Loss

Model: Wipro Training Loss

Path: models/stocks/wipro_training_loss.png

Model: Jsw Horizon Errors

Model: Jsw Horizon Errors

Path: models/stocks/jsw_horizon_errors.png

Model: Titan Training Loss

Model: Titan Training Loss

Path: models/stocks/titan_training_loss.png

Model: Bajaj Training Loss

Model: Bajaj Training Loss

Path: models/stocks/bajaj_training_loss.png

Model: Adna Horizon Errors

Model: Adna Horizon Errors

Path: models/stocks/ADNA_horizon_errors.png

Model: Icici Horizon Errors

Model: Icici Horizon Errors

Path: models/stocks/icici_horizon_errors.png

Model: Adna Training Loss

Model: Adna Training Loss

Path: models/stocks/ADNA_training_loss.png

Model: Nestle Training Loss

Model: Nestle Training Loss

Path: models/stocks/nestle_training_loss.png

Model: Jsw Training Loss

Model: Jsw Training Loss

Path: models/stocks/jsw_training_loss.png

Model: Wipro Horizon Errors

Model: Wipro Horizon Errors

Path: models/stocks/wipro_horizon_errors.png

Model: Asian Horizon Errors

Model: Asian Horizon Errors

Path: models/stocks/asian_horizon_errors.png

Model: Asian Training Loss

Model: Asian Training Loss

Path: models/stocks/asian_training_loss.png

Model: Infosys Training Loss

Model: Infosys Training Loss

Path: models/stocks/infosys_training_loss.png

Model: Icici Training Loss

Model: Icici Training Loss

Path: models/mutual_funds/icici_training_loss.png

Model: Axis Horizon Errors

Model: Axis Horizon Errors

Path: models/mutual_funds/axis_horizon_errors.png

Model: Sbi Horizon Errors

Model: Sbi Horizon Errors

Path: models/mutual_funds/sbi_horizon_errors.png

Model: Icici Horizon Errors

Model: Icici Horizon Errors

Path: models/mutual_funds/icici_horizon_errors.png

Model: Axis Training Loss

Model: Axis Training Loss

Path: models/mutual_funds/axis_training_loss.png

Model: Birla Training Loss

Model: Birla Training Loss

Path: models/mutual_funds/Birla_training_loss.png

Model: Birla Horizon Errors

Model: Birla Horizon Errors

Path: models/mutual_funds/Birla_horizon_errors.png

Model: Sbi Training Loss

Model: Sbi Training Loss

Path: models/mutual_funds/sbi_training_loss.png

Model: Portfolio Visualization

Model: Portfolio Visualization

Path: models/results/portfolio_visualization.png

Model: Infosys Complex Long Training

Model: Infosys Complex Long Training

Path: models/long/infosys_complex_long_training.png

Model: Bajaj Medium Long Training

Model: Bajaj Medium Long Training

Path: models/long/bajaj_medium_long_training.png

Model: Nestle Complex Long Training

Model: Nestle Complex Long Training

Path: models/long/nestle_complex_long_training.png

Model: Nestle Simple Long Training

Model: Nestle Simple Long Training

Path: models/long/nestle_simple_long_training.png

Model: Wipro Medium Long Training

Model: Wipro Medium Long Training

Path: models/long/wipro_medium_long_training.png

Model: Icici Simple Long Training

Model: Icici Simple Long Training

Path: models/long/icici_simple_long_training.png

Model: Asian Simple Long Training

Model: Asian Simple Long Training

Path: models/long/asian_simple_long_training.png

Model: Wipro Complex Long Training

Model: Wipro Complex Long Training

Path: models/long/wipro_complex_long_training.png

Model: Apollo Medium Long Training

Model: Apollo Medium Long Training

Path: models/long/Apollo_medium_long_training.png

Model: Ongc Medium Long Training

Model: Ongc Medium Long Training

Path: models/long/ongc_medium_long_training.png

Model: Jsw Medium Long Training

Model: Jsw Medium Long Training

Path: models/long/jsw_medium_long_training.png

Model: Adna Medium Long Training

Model: Adna Medium Long Training

Path: models/long/ADNA_medium_long_training.png

Model: Infosys Medium Long Training

Model: Infosys Medium Long Training

Path: models/long/infosys_medium_long_training.png

Model: Titan Simple Long Training

Model: Titan Simple Long Training

Path: models/long/titan_simple_long_training.png

Model: Ultratech Simple Long Training

Model: Ultratech Simple Long Training

Path: models/long/ultratech_simple_long_training.png

Model: Bajaj Complex Long Training

Model: Bajaj Complex Long Training

Path: models/long/bajaj_complex_long_training.png

Model: Ongc Complex Long Training

Model: Ongc Complex Long Training

Path: models/long/ongc_complex_long_training.png

Model: Asian Medium Long Training

Model: Asian Medium Long Training

Path: models/long/asian_medium_long_training.png

Model: Jsw Complex Long Training

Model: Jsw Complex Long Training

Path: models/long/jsw_complex_long_training.png

Model: Apollo Simple Long Training

Model: Apollo Simple Long Training

Path: models/long/Apollo_simple_long_training.png

Model: Icici Medium Long Training

Model: Icici Medium Long Training

Path: models/long/icici_medium_long_training.png

Model: Wipro Simple Long Training

Model: Wipro Simple Long Training

Path: models/long/wipro_simple_long_training.png

Model: Ultratech Complex Long Training

Model: Ultratech Complex Long Training

Path: models/long/ultratech_complex_long_training.png

Model: Nestle Medium Long Training

Model: Nestle Medium Long Training

Path: models/long/nestle_medium_long_training.png

Model: Bajaj Simple Long Training

Model: Bajaj Simple Long Training

Path: models/long/bajaj_simple_long_training.png

Model: Titan Medium Long Training

Model: Titan Medium Long Training

Path: models/long/titan_medium_long_training.png

Model: Infosys Simple Long Training

Model: Infosys Simple Long Training

Path: models/long/infosys_simple_long_training.png

Model: Ultratech Medium Long Training

Model: Ultratech Medium Long Training

Path: models/long/ultratech_medium_long_training.png

Model: Adna Complex Long Training

Model: Adna Complex Long Training

Path: models/long/ADNA_complex_long_training.png

Model: Jsw Simple Long Training

Model: Jsw Simple Long Training

Path: models/long/jsw_simple_long_training.png

Model: Asian Complex Long Training

Model: Asian Complex Long Training

Path: models/long/asian_complex_long_training.png

Model: Ongc Simple Long Training

Model: Ongc Simple Long Training

Path: models/long/ongc_simple_long_training.png

Model: Icici Complex Long Training

Model: Icici Complex Long Training

Path: models/long/icici_complex_long_training.png

Model: Apollo Complex Long Training

Model: Apollo Complex Long Training

Path: models/long/Apollo_complex_long_training.png

Model: Adna Simple Long Training

Model: Adna Simple Long Training

Path: models/long/ADNA_simple_long_training.png

Model: Titan Complex Long Training

Model: Titan Complex Long Training

Path: models/long/titan_complex_long_training.png

JSON Reports

Model: Icici Metadata

Contains: ticker, training_date, features and 9 more

Path: models/mutual_funds/icici_metadata.json

Model: Training Summary

Contains: timestamp, results, timeframes and 1 more

Path: models/training_summary.json

Model: Wipro Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/wipro_metadata.json

Validation Summary

Contains: date, models, average_metrics

Path: results/validation_summary.json

Model: Ultratech Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/ultratech_simple_medium_metadata.json

Model: Apollo Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/Apollo_simple_short_metadata.json

Model: Bajaj Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/bajaj_medium_medium_metadata.json

Model: Jsw Metadata

Contains: ticker, training_date, features and 9 more

Path: models/jsw_metadata.json

Model: Bajaj Metadata

Contains: ticker, training_date, features and 9 more

Path: models/bajaj_metadata.json

Model: Ongc Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/ongc_simple_medium_metadata.json

Model: Ultratech Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/ultratech_medium_short_metadata.json

Model: Wipro Metadata

Contains: ticker, training_date, features and 9 more

Path: models/wipro_metadata.json

Model: Asian Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/asian_complex_medium_metadata.json

Model: Nestle Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/nestle_medium_medium_metadata.json

Model: Infosys Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/infosys_medium_medium_metadata.json

Model: Asian Metadata

Contains: ticker, training_date, features and 9 more

Path: models/asian_metadata.json

Model: Dummy Metrics

Contains: MSE, RMSE, MAE and 1 more

Path: models/DUMMY_metrics.json

Report: Expert Reports Summary

Contains: timestamp, total_funds, reports_generated and 4 more

Path: results/reports/expert/expert_reports_summary.json

Model: Titan Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/titan_simple_long_metadata.json

Model: Titan Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/titan_simple_short_metadata.json

Model: Bajaj Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/bajaj_simple_medium_metadata.json

Model: Asian Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/asian_complex_long_metadata.json

Model: Adna Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/ADNA_complex_short_metadata.json

Model: Titan Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/titan_medium_short_metadata.json

Model: Apollo Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/Apollo_complex_long_metadata.json

Model: Nestle Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/nestle_complex_long_metadata.json

Model: Ultratech Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/ultratech_simple_long_metadata.json

Model: Asian Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/asian_medium_medium_metadata.json

Model: Nestle Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/nestle_simple_short_metadata.json

Model: Apollo Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/Apollo_medium_long_metadata.json

Training: Training Summary

Contains: timestamp, stocks, mutual_funds and 1 more

Path: results/training/training_summary.json

Model: Asian Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/asian_simple_medium_metadata.json

Model: Nestle Metadata

Contains: ticker, training_date, features and 9 more

Path: models/nestle_metadata.json

Model: Ultratech Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/ultratech_medium_long_metadata.json

Model: Sbi Metadata

Contains: ticker, training_date, features and 9 more

Path: models/mutual_funds/sbi_metadata.json

Model: Bajaj Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/bajaj_metadata.json

Model: Apollo Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/Apollo_metadata.json

Model: Adna Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/ADNA_metadata.json

Model: Titan Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/titan_metadata.json

Model: Ongc Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/ongc_metadata.json

Model: Adna Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/ADNA_simple_medium_metadata.json

Bajaj Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/bajaj_prediction_info.json

Model: Ultratech Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/ultratech_medium_medium_metadata.json

Model: Bajaj Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/bajaj_complex_medium_metadata.json

Model: Lstm Dummy Features

Error loading preview: 'list' object has no attribute 'keys'

Path: models/short_term/lstm_DUMMY_features.json

Model: Bajaj Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/bajaj_medium_short_metadata.json

Model: Infosys Metadata

Contains: ticker, training_date, features and 9 more

Path: models/infosys_metadata.json

Model: Infosys Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/infosys_simple_short_metadata.json

Model: Icici Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/icici_medium_short_metadata.json

Model: Ultratech Metadata

Contains: ticker, training_date, features and 9 more

Path: models/ultratech_metadata.json

Model: Adna Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/ADNA_simple_long_metadata.json

Model: Asian Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/asian_simple_long_metadata.json

Model: Wipro Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/wipro_medium_medium_metadata.json

Model: Nestle Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/nestle_medium_long_metadata.json

Model: Infosys Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/infosys_complex_medium_metadata.json

Model: Icici Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/icici_metadata.json

Model: Ongc Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/ongc_complex_medium_metadata.json

Model: Jsw Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/jsw_simple_short_metadata.json

Model: Adna Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/ADNA_complex_medium_metadata.json

Model: Icici Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/icici_complex_medium_metadata.json

Model: Infosys Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/infosys_complex_long_metadata.json

Model: Icici Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/icici_medium_long_metadata.json

Model: Ongc Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/ongc_complex_short_metadata.json

Model: Birla Metadata

Contains: ticker, training_date, features and 9 more

Path: models/mutual_funds/Birla_metadata.json

Model: Lstm Dummy Features

Error loading preview: 'list' object has no attribute 'keys'

Path: models/long_term/lstm_DUMMY_features.json

Model: Jsw Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/jsw_simple_medium_metadata.json

Model: Titan Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/titan_complex_long_metadata.json

Model: Icici Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/icici_simple_medium_metadata.json

Model: Nestle Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/nestle_complex_short_metadata.json

Icici Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/icici_prediction_info.json

Model: Nestle Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/nestle_medium_short_metadata.json

Model: Wipro Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/wipro_complex_long_metadata.json

Model: Dummy Metadata

Contains: ticker, training_date, epochs and 2 more

Path: models/DUMMY_metadata.json

Model: Adna Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/ADNA_medium_short_metadata.json

Model: Apollo Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/Apollo_simple_long_metadata.json

Model: Asian Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/asian_medium_short_metadata.json

Model: Bajaj Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/bajaj_simple_short_metadata.json

Model: Apollo Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/Apollo_complex_short_metadata.json

Model: Wipro Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/wipro_complex_medium_metadata.json

Predictions Summary

Contains: jsw, titan, ADNA and 9 more

Path: results/predictions/predictions_summary.json

Nestle Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/nestle_prediction_info.json

Model: Infosys Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/infosys_medium_short_metadata.json

Model: Wipro Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/wipro_medium_long_metadata.json

Model: Ultratech Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/ultratech_metadata.json

Model: Icici Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/icici_simple_long_metadata.json

Jsw Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/jsw_prediction_info.json

Model: Jsw Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/jsw_complex_long_metadata.json

Ongc Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/ongc_prediction_info.json

Model: Jsw Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/jsw_medium_long_metadata.json

Model: Wipro Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/wipro_simple_medium_metadata.json

Model: Adna Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/ADNA_complex_long_metadata.json

Model: Titan Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/titan_complex_short_metadata.json

Model: Asian Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/asian_metadata.json

Model: Jsw Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/jsw_medium_medium_metadata.json

Model: Icici Metadata

Contains: ticker, training_date, features and 9 more

Path: models/icici_metadata.json

Model: Wipro Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/wipro_simple_long_metadata.json

Model: Nestle Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/nestle_complex_medium_metadata.json

Model: Ultratech Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/ultratech_simple_short_metadata.json

Asian Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/asian_prediction_info.json

Model: Nestle Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/nestle_metadata.json

Model: Bajaj Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/bajaj_medium_long_metadata.json

Model: Titan Metadata

Contains: ticker, training_date, features and 9 more

Path: models/titan_metadata.json

Model: Titan Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/titan_simple_medium_metadata.json

Model: Axis Metadata

Contains: ticker, training_date, features and 9 more

Path: models/mutual_funds/axis_metadata.json

Model: Bajaj Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/bajaj_complex_long_metadata.json

Model: Asian Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/asian_complex_short_metadata.json

Model: Wipro Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/wipro_complex_short_metadata.json

Model: Icici Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/icici_complex_short_metadata.json

Model: Wipro Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/wipro_simple_short_metadata.json

Model: Lstm Dummy Features

Error loading preview: 'list' object has no attribute 'keys'

Path: models/medium_term/lstm_DUMMY_features.json

Model: Bajaj Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/bajaj_complex_short_metadata.json

Infosys Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/infosys_prediction_info.json

Model: Adna Metadata

Contains: ticker, training_date, features and 9 more

Path: models/ADNA_metadata.json

Model: Asian Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/asian_medium_long_metadata.json

Model: Jsw Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/jsw_medium_short_metadata.json

Model: Ultratech Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/ultratech_complex_short_metadata.json

Model: Adna Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/ADNA_simple_short_metadata.json

Model: Infosys Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/infosys_simple_long_metadata.json

Model: Ultratech Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/ultratech_complex_long_metadata.json

Model: Ongc Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/ongc_medium_short_metadata.json

Model: Bajaj Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/bajaj_simple_long_metadata.json

Model: Adna Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/ADNA_medium_long_metadata.json

Model: Icici Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/icici_complex_long_metadata.json

Model: Wipro Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/wipro_medium_short_metadata.json

Model: Nestle Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/nestle_simple_medium_metadata.json

Model: Jsw Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/jsw_simple_long_metadata.json

Model: Icici Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/icici_medium_medium_metadata.json

Model: Ongc Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/ongc_simple_long_metadata.json

Model: Ongc Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/ongc_medium_long_metadata.json

Apollo Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/Apollo_prediction_info.json

Model: Nestle Simple Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/nestle_simple_long_metadata.json

Wipro Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/wipro_prediction_info.json

Model: Apollo Medium Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/Apollo_medium_short_metadata.json

Model: Ongc Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/ongc_medium_medium_metadata.json

Model: Asian Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/asian_simple_short_metadata.json

Model: Infosys Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/infosys_metadata.json

Ultratech Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/ultratech_prediction_info.json

Model: Apollo Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/Apollo_complex_medium_metadata.json

Model: Titan Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/titan_complex_medium_metadata.json

Model: Infosys Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/infosys_complex_short_metadata.json

Model: Titan Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/titan_medium_medium_metadata.json

Model: Apollo Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/Apollo_medium_medium_metadata.json

Model: Apollo Metadata

Contains: ticker, training_date, features and 9 more

Path: models/Apollo_metadata.json

Model: Jsw Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/jsw_complex_medium_metadata.json

Model: Jsw Metadata

Contains: ticker, training_date, features and 9 more

Path: models/stocks/jsw_metadata.json

Model: Titan Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/titan_medium_long_metadata.json

Training: Sample Training Summary

Contains: model_name, training_date, epochs and 7 more

Path: results/training/sample_training_summary.json

Adna Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/ADNA_prediction_info.json

Model: Jsw Complex Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/jsw_complex_short_metadata.json

Model: Ultratech Complex Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/ultratech_complex_medium_metadata.json

Model: Adna Historical Sorted Metadata

Contains: ticker, training_date, features and 6 more

Path: models/ADNA_Historical_Sorted_metadata.json

Model: Infosys Medium Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/infosys_medium_long_metadata.json

Model: Ongc Metadata

Contains: ticker, training_date, features and 9 more

Path: models/ongc_metadata.json

Model: Icici Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/icici_simple_short_metadata.json

Model: Ongc Simple Short Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/short/ongc_simple_short_metadata.json

Training: Mutual Funds Training Summary

Contains: timestamp, total, processed and 3 more

Path: results/training/mutual_funds_training_summary.json

Model: Ongc Complex Long Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/long/ongc_complex_long_metadata.json

Model: Adna Medium Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/ADNA_medium_medium_metadata.json

Model: Infosys Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/infosys_simple_medium_metadata.json

Model: Apollo Simple Medium Metadata

Contains: ticker, architecture, timeframe and 9 more

Path: models/medium/Apollo_simple_medium_metadata.json

Titan Prediction Info

Contains: ticker, best_horizon_days, days_predicted and 8 more

Path: results/predictions/titan_prediction_info.json

Raw Data Files

File Name File Path File Type Size
DUMMY_predictions.csv results/medium_term/DUMMY_predictions.csv CSV 1.8 KB
DUMMY.csv data/DUMMY.csv CSV 72.7 KB
wipro_predictions.csv results/predictions/wipro_predictions.csv CSV 1.6 KB
asian_paints_Sorted.csv data/stocks/asian_paints_Sorted.csv CSV 17.0 KB
titan_predictions.csv results/predictions/titan_predictions.csv CSV 1.6 KB
jsw_predictions.csv results/predictions/jsw_predictions.csv CSV 1.5 KB
axis.csv data/mutual_funds/csv/axis.csv CSV 6.9 KB
L&T.csv data/mutual_funds/csv/L&T.csv CSV 1.4 KB
ADNA_predictions.csv results/predictions/ADNA_predictions.csv CSV 1.5 KB
infosys_predictions.csv results/predictions/infosys_predictions.csv CSV 1.6 KB
nestle_predictions.csv results/predictions/nestle_predictions.csv CSV 1.6 KB
Birla_MF.xlsx data/mutual_funds/Birla_MF.xlsx Excel 22.3 KB
Tata_MF.xlsx data/mutual_funds/Tata_MF.xlsx Excel 41.8 KB
ultratech_Sorted.csv data/stocks/ultratech_Sorted.csv CSV 17.9 KB
L&T_MF.xlsx data/mutual_funds/L&T_MF.xlsx Excel 6.8 KB
ongc_predictions.csv results/predictions/ongc_predictions.csv CSV 1.5 KB
enhanced_data.csv data/enhanced_data.csv CSV 547.1 KB
jsw_steel_Sorted.csv data/stocks/jsw_steel_Sorted.csv CSV 13.2 KB
axis_MF.xlsx data/mutual_funds/axis_MF.xlsx Excel 9.0 KB
ADNA_Historical_Sorted.csv data/stocks/ADNA_Historical_Sorted.csv CSV 17.0 KB
Birla.csv data/mutual_funds/csv/Birla.csv CSV 30.7 KB
ongc_Sorted.csv data/stocks/ongc_Sorted.csv CSV 12.5 KB
titan_Sorted.csv data/stocks/titan_Sorted.csv CSV 17.0 KB
icici_MF.xlsx data/mutual_funds/icici_MF.xlsx Excel 10.7 KB
ADNA_Historical_Sorted.csv data/uploads/ADNA_Historical_Sorted.csv CSV 17.0 KB
Apollo_Sorted.csv data/stocks/Apollo_Sorted.csv CSV 17.2 KB
DUMMY_predictions.csv results/long_term/DUMMY_predictions.csv CSV 5.0 KB
ultratech_predictions.csv results/predictions/ultratech_predictions.csv CSV 1.7 KB
sbi.csv data/mutual_funds/csv/sbi.csv CSV 20.8 KB
asian_predictions.csv results/predictions/asian_predictions.csv CSV 1.5 KB
bajaj_fin_Sorted.csv data/stocks/bajaj_fin_Sorted.csv CSV 17.0 KB
sample_stock_data.csv data/sample_stock_data.csv CSV 511 B
infosys_Sorted.csv data/stocks/infosys_Sorted.csv CSV 16.8 KB
icici_predictions.csv results/predictions/icici_predictions.csv CSV 1.6 KB
sbi_MF.xlsx data/mutual_funds/sbi_MF.xlsx Excel 17.9 KB
icici_Sorted.csv data/stocks/icici_Sorted.csv CSV 16.7 KB
DUMMY_predictions.csv results/short_term/DUMMY_predictions.csv CSV 439 B
nestle_Sorted.csv data/stocks/nestle_Sorted.csv CSV 17.1 KB
Tata.csv data/mutual_funds/csv/Tata.csv CSV 65.1 KB
bajaj_predictions.csv results/predictions/bajaj_predictions.csv CSV 1.5 KB
wipro_Sorted.csv data/stocks/wipro_Sorted.csv CSV 12.6 KB
icici.csv data/mutual_funds/csv/icici.csv CSV 10.4 KB
Apollo_predictions.csv results/predictions/Apollo_predictions.csv CSV 1.6 KB

Processed Data

No processed data files found. Process raw data first or upload processed data files to the data/processed directory.
No processed data available.

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Understanding Portfolio Diversification

What is diversification? Diversification is a risk management strategy that involves spreading investments across various financial instruments, industries, and asset classes to reduce exposure to any single asset or risk.


Benefits of diversification:

  • Reduces portfolio volatility
  • Minimizes the impact of market downturns
  • Provides more stable returns over time
  • Protects against sector-specific risks

The pie chart shows how your investments are allocated across different market sectors, helping you visualize your portfolio's diversification level and identify potential concentration risks.